Generalized graph neural network-based detection of false data injection attacks in smart grids
False data injection attacks (FDIAs) pose a significant threat to smart power grids. Recent
efforts have focused on developing machine learning (ML)-based defense strategies against …
efforts have focused on developing machine learning (ML)-based defense strategies against …
Data aggregation point placement for smart meters in the smart grid
Smart meters (SMs) measure and transmit fine-grained electricity consumption data to the
data center at a certain high frequency (such as every 15 minutes). A data aggregation point …
data center at a certain high frequency (such as every 15 minutes). A data aggregation point …
Scalable route map for advanced metering infrastructure based on optimal routing of wireless heterogeneous networks
This article presents a scalable route map for the least cost deployment of wireless
heterogeneous networks that support traffic from the advance metering infrastructure (AMI) …
heterogeneous networks that support traffic from the advance metering infrastructure (AMI) …
Cost efficient data aggregation point placement with interdependent communication and power networks in smart grid
PY Kong - IEEE transactions on smart grid, 2017 - ieeexplore.ieee.org
In a smart grid, data aggregation points (DAPs) are communication hubs between sensors,
actuators, and control center. Each DAP has a limited communication capacity and requires …
actuators, and control center. Each DAP has a limited communication capacity and requires …
Robust graph autoencoder-based detection of false data injection attacks against data poisoning in smart grids
Machine learning-based detection of false data injection attacks (FDIAs) in smart grids relies
on labeled measurement data for training and testing. The majority of existing detectors are …
on labeled measurement data for training and testing. The majority of existing detectors are …
Enhancement of advanced metering infrastructure performance using unsupervised k-means clustering algorithm
Data aggregation may be considered as the technique through which streams of data
gathered from Smart Meters (SMs) can be processed and transmitted to a Utility Control …
gathered from Smart Meters (SMs) can be processed and transmitted to a Utility Control …
On the data aggregation point placement in smart meter networks
A smart meter Neighborhood Area Network (NAN) is a significant component for smart grid.
The delay-sensitive communication in NAN, such as the interaction of power system control …
The delay-sensitive communication in NAN, such as the interaction of power system control …
Data aggregation point placement problem in neighborhood area networks of smart grid
A smart meter neighborhood area network is usually regarded as the last mile network,
which plays a significant role for communications in smart grid. A neighborhood area …
which plays a significant role for communications in smart grid. A neighborhood area …
A qos-aware machine learning-based framework for ami applications in smart grids
The Internet of things (IoT) enables a diverse set of applications such as distribution
automation, smart cities, wireless sensor networks, and advanced metering infrastructure …
automation, smart cities, wireless sensor networks, and advanced metering infrastructure …
Optimal placement of data aggregators in smart grid on hybrid wireless and wired communication
M Tavasoli, MH Yaghmaee… - 2016 IEEE Smart …, 2016 - ieeexplore.ieee.org
Advanced Metering Infrastructure (AMI) is one of the main applications of smart grids. AMI
enables the transmission of commands to smart meters, that is, a two-way communication is …
enables the transmission of commands to smart meters, that is, a two-way communication is …